The comparable strategic flexibility of model-free and model-based learning

Alexandre L. S. Filipowicz; Jonathan Levine; Eugenio Piasini; Gaia Tavoni; Joseph W. Kable; Joshua I. Gold

doi:10.1101/2019.12.28.879965

New Results

The comparable strategic flexibility of model-free and model-based learning

View ORCID ProfileAlexandre L. S. Filipowicz, Jonathan Levine, View ORCID ProfileEugenio Piasini, View ORCID ProfileGaia Tavoni, Joseph W. Kable, View ORCID ProfileJoshua I. Gold

doi: https://doi.org/10.1101/2019.12.28.879965

Alexandre L. S. Filipowicz

aDepartments of Neuroscience, University of Pennsylvania

bPsychology, University of Pennsylvania

cComputational Neuroscience Initiative, University of Pennsylvania

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Alexandre L. S. Filipowicz
For correspondence: alsfilip@pennmedicine.upenn.edu

Jonathan Levine

aDepartments of Neuroscience, University of Pennsylvania

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Eugenio Piasini

cComputational Neuroscience Initiative, University of Pennsylvania

dPhysics, University of Pennsylvania

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Eugenio Piasini

Gaia Tavoni

cComputational Neuroscience Initiative, University of Pennsylvania

dPhysics, University of Pennsylvania

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Gaia Tavoni

Joseph W. Kable

bPsychology, University of Pennsylvania

cComputational Neuroscience Initiative, University of Pennsylvania

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Joshua I. Gold

aDepartments of Neuroscience, University of Pennsylvania

cComputational Neuroscience Initiative, University of Pennsylvania

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site
ORCID record for Joshua I. Gold

Abstract
Full Text
Info/History
Metrics
Data/Code
Preview PDF

https://osf.io/z3bpk/

View the discussion thread.

PreviousNext

Posted July 20, 2020.

Download PDF

Data/Code

Thank you for your interest in spreading the word about bioRxiv.

NOTE: Your email address is requested solely to identify you as the sender of this article.

Your Email *

Your Name *

Send To *

Enter multiple addresses on separate lines or separate them with commas.

You are going to email the following The comparable strategic flexibility of model-free and model-based learning

Message Subject (Your Name) has forwarded a page to you from bioRxiv

Message Body (Your Name) thought you would like to see this page from the bioRxiv website.

Your Personal Message

CAPTCHA

This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.

The comparable strategic flexibility of model-free and model-based learning

Alexandre L. S. Filipowicz, Jonathan Levine, Eugenio Piasini, Gaia Tavoni, Joseph W. Kable, Joshua I. Gold

bioRxiv 2019.12.28.879965; doi: https://doi.org/10.1101/2019.12.28.879965

Share This Article:

Citation Tools

The comparable strategic flexibility of model-free and model-based learning

Alexandre L. S. Filipowicz, Jonathan Levine, Eugenio Piasini, Gaia Tavoni, Joseph W. Kable, Joshua I. Gold

bioRxiv 2019.12.28.879965; doi: https://doi.org/10.1101/2019.12.28.879965

Citation Manager Formats

BibTeX
Bookends
EasyBib
EndNote (tagged)
EndNote 8 (xml)
Medlars
Mendeley
Papers
RefWorks Tagged
Ref Manager
RIS
Zotero

Tweet Widget
Facebook Like
Google Plus One

Subject Area

Neuroscience

Subject Areas

All Articles

Animal Behavior and Cognition (4237)
Biochemistry (9153)
Bioengineering (6793)
Bioinformatics (24045)
Biophysics (12147)
Cancer Biology (9557)
Cell Biology (13811)
Clinical Trials (138)
Developmental Biology (7650)
Ecology (11726)
Epidemiology (2066)
Evolutionary Biology (15530)
Genetics (10661)
Genomics (14343)
Immunology (9499)
Microbiology (22873)
Molecular Biology (9113)
Neuroscience (49076)
Paleontology (357)
Pathology (1487)
Pharmacology and Toxicology (2573)
Physiology (3851)
Plant Biology (8343)
Scientific Communication and Education (1473)
Synthetic Biology (2299)
Systems Biology (6201)
Zoology (1302)